Ten simple rules for the computational modeling of behavioral data

• Development of Cognitive Processes Underlying Adolescent Risky Decision Making: A Hierarchical Bayesian Model-Based Mixture Analysis

  2026 Journal of Cognition and Development article Decision Sciences Decision-Making and Behavioral Economics Open access

  0

  citations
• Building bridges between brain and behavior: An open-source toolbox for joint modeling with fMRI

  2026 Imaging Neuroscience article Neuroscience Functional Brain Connectivity Studies Open access

  0

  citations
• Computational modeling of rhythmic expectations: Perspectives, pitfalls, and prospects

  2025 PLoS Computational Biology article Neuroscience Neuroscience and Music Perception Open access

  1

  citations
• An Expert Guide to Planning Experimental Tasks For Evidence-Accumulation Modeling

  2025 Advances in Methods and Practices in Psychological Science article Decision Sciences Decision-Making and Behavioral Economics Open access

  10

  citations
• Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony

  2025 Proceedings of the National Academy of Sciences article Arts and Humanities Philosophy and History of Science Open access

  27

  citations
• Interpretation of individual differences in computational neuroscience using a latent input approach

  2025 Developmental Cognitive Neuroscience article Neuroscience Neural and Behavioral Psychology Studies Open access

  1

  citations
• Deriving Models of Change with Interpretable Parameters: Linear Estimation with Nonlinear Inference

  2025 Psychometrika article Mathematics Statistical Methods and Bayesian Inference Open access

  2

  citations
• Replay shapes abstract cognitive maps for efficient social navigation

  2024 Nature Human Behaviour article Neuroscience Sleep and Wakefulness Research

  17

  citations
• Model Virtues in Computational Cognitive Neuroscience

  2024 Journal of Cognitive Neuroscience article Neuroscience Neural and Behavioral Psychology Studies

  4

  citations
• Deriving models of change with interpretable parameters: linear estimation with nonlinear inference

  2023 preprint Mathematics Statistical Methods and Bayesian Inference Open access

  4

  citations
• Learning rules of engagement for social exchange within and between groups

  2023 Proceedings of the National Academy of Sciences article Social Sciences Experimental Behavioral Economics Studies Open access

  8

  citations
• A methodological perspective on learning in the developing brain

  2022 npj Science of Learning article Neuroscience Neuroscience, Education and Cognitive Function Open access

  13

  citations
• Understanding the Dynamics of the Developing Adolescent Brain Through Team Science

  2022 Frontiers in Integrative Neuroscience article Psychology Child and Adolescent Psychosocial and Emotional Development Open access

  11

  citations
• Perseverative behavior under uncertainty is enhanced by tryptophan depletion but diminished with subclinical obsessive–compulsive symptoms

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Psychology Obsessive-Compulsive Spectrum Disorders Open access

  2

  citations
• Computational Psychiatry Needs Time and Context

  2021 preprint Psychology Mental Health Research Topics Open access

  13

  citations

15 results